Toward a Country-Based Prediction Model of COVID-19 Infections and Deaths Between Disease Apex and End: Evidence From Countries With Contained Numbers of COVID-19Medicine Published on 2021-06-102022-10-31 Journal: Frontiers in Medicine [Category] COVID-19, [키워드] accumulated Accuracy apex Brazil caused China collected coronavirus country COVID-19 COVID-19 pandemic death effort Europe First wave Government Infectious disease information Linear regression model measure Model Mortality multiple regression model number occur pandemic Pandemics predict predicted prediction provide Region Result Russia South Korea Spain Switzerland tested the disease Variation [DOI] 10.3389/fmed.2021.585115 PMC 바로가기 [Article Type] Medicine
How New Mexico Leveraged a COVID-19 Case Forecasting Model to Preemptively Address the Health Care Needs of the State: Quantitative AnalysisOriginal Paper Published on 2021-06-092022-10-31 Journal: JMIR Public Health and Surveillance [Category] COVID-19, MERS, SARS, [키워드] Accuracy address adjust Admission average Care categories COVID-19 COVID-19 case COVID-19 pandemic death declined demonstrated estimation expected FIVE Forecast Forecasting generate Health Health care hospital Hospital admission Hospital stay Hospitalization hospitalizations ICU Impact Infectious disease intensive care intensive care unit interval methodology Model New objective plan prediction Probability public health emergency Quantitative regions resource resources Result subsequent Support trend utility ventilator [DOI] 10.2196/27888 PMC 바로가기 [Article Type] Original Paper
A Nomogram Prediction of Length of Hospital Stay in Patients with COVID-19 Pneumonia: A Retrospective Cohort StudyCOVID-19 폐렴 환자의 입원 기간에 대한 노모그램 예측: 후향적 코호트 연구Research Article Published on 2021-06-082022-09-12 Journal: Disease Markers [Category] Coronavirus, MERS, SARS, 진단, [키워드] 95%CI adjusted alanine aminotransferase Assessing AUC AUC value Beijing bootstrap C-index characteristic clinical variable conducted coronavirus disease COVID-19 Cox proportional hazard criterion cross discharge discrimination Efficiency Final FIVE help hospital Hospital stay independent predictor indicated information interquartile range Kaplan–Meier large cohort Length LOS median medical resource nomogram PaO Patient patients with COVID-19 PF ratio Platelet Pneumonia predicted prediction Probability resource retrospective cohort study the log-rank test was used were used with COVID-19 [DOI] 10.1155/2021/5598824 PMC 바로가기 [Article Type] Research Article
Cytokine/Chemokine Expression Is Closely Associated Disease Severity of Human Adenovirus Infections in Immunocompetent Adults and Predicts Disease ProgressionImmunology Published on 2021-06-072022-11-01 Journal: Frontiers in Immunology [Category] COVID-19, MERS, SARS, 신종인플루엔자, [키워드] “cytokine storm” acute respiratory disease acute respiratory distress alanine aminotransferase ALT analyses analyzed ARDS Aspartate aminotransferase AST AUC AUC value Bacteria Biomarker caused characteristic characterized Combination coronavirus Cytokine storm cytokine/chemokine expression disease Disease progression disease severity expression H1N1 healthy controls hepatocyte growth factor HGF highest Human human adenoviruses IFN-γ IL-10 IL-1α IL-1β IL-6 immunocompetent adults Increasing Infection infections interferon M-CSF MIG occurred outcome oxygen pandemic PaO Patient patients patients with ARDS plasma sample predict prediction Prevalence profile progression reached reported ROC SARS-CoV-2 significantly significantly higher syndrome Viremia were measured [DOI] 10.3389/fimmu.2021.691879 PMC 바로가기 [Article Type] Immunology
Identification and Prediction of Novel Clinical Phenotypes for Intensive Care Patients With SARS-CoV-2 Pneumonia: An Observational Cohort StudyMedicine Published on 2021-06-042022-10-31 Journal: Frontiers in Medicine [Category] COVID-19, [키워드] 28-day mortality 95% CI acute respiratory distress Adult patient Analysis applied Classifier clinical clinical variables Clustering Cohort Concentration confidence interval Consensus coronavirus disease correlation COVID-19 develop disease exhibited FIVE heterogeneous hospital host response identification identify Implications inspired air intensive care patient intensive care unit lactate dehydrogenase latent class LDH Logistic logistic regression model machine learning machine learning algorithm Necrosis Neutrophil-to-lymphocyte ratio NLR novel organ dysfunction outcomes oxygen oxygen saturation Patient phenotype Phenotypes prediction Prognosis prognostic pulse SARS-CoV-2 Sepsis syndrome therapeutic TNF-α urea nitrogen variable variables with COVID-19 [DOI] 10.3389/fmed.2021.681336 PMC 바로가기 [Article Type] Medicine
Development of An Individualized Risk Prediction Model for COVID-19 Using Electronic Health Record DataBig Data Published on 2021-06-042022-10-31 Journal: Frontiers in Big Data [Category] COVID-19, [키워드] abnormality approach Biology calculated calculator Chest chronic condition Cohort cough COVID-19 COVID-19 diagnosis COVID-19 infection CREDIT credit scorecard model Critical depressive Developing development disorder Effect effort EHR EHR data Electronic health record enrolled evaluated feature generate higher risk hospital resources ICD-10 include informatics medical condition Model organ systems Pain Patient positive predict prediction Predictive questionnaire Record Repository resources respiratory symptom risk risk prediction risk score Symptom System tested the timing university [DOI] 10.3389/fdata.2021.675882 PMC 바로가기 [Article Type] Big Data
Lymphocyte–monocyte–neutrophil index: a predictor of severity of coronavirus disease 2019 patients produced by sparse principal component analysis림프구 - 모노 세포 - 중성 유리 지수 : 코로나 바이러스 질병의 중증도 예측 인자 2019 스 희미한 주요 성분 분석에 의해 생성 된 환자Research Published on 2021-06-042022-09-10 Journal: Virology Journal [Category] MERS, SARS, 바이오마커, [키워드] albumin Analysis AUC best classical clinical clinical marker Cohort cohorts comparable component condition coronavirus disease Coronavirus disease 2019 COVID-19 COVID-19 patient COVID-19 patients decision curve analysis disease severity effective Efficiency evaluated independent lymphocyte moderate neutrophil Neutrophil-to-lymphocyte ratio Odds ratio Patient patients PC1 prediction predictor Principal component principal component analysis principal components produced Receiver operator characteristic recognize Result robust SARS-CoV-2 severity significantly supplementary material total variance training training data validation validation cohort was performed were used [DOI] 10.1186/s12985-021-01561-9 PMC 바로가기 [Article Type] Research
Prognostic value of three rapid scoring scales and combined predictors for the assessment of patients with coronavirus disease 2019Observational Study Published on 2021-06-032022-10-04 Journal: Nursing Open [Category] MERS, 임상, [키워드] affecting age Analysis applied AUC Blood oxygen saturation can be used coronavirus disease COVID‐19 COVID‐19 patients COVID‐19 death evaluate Factor high risk identify Kaplan–Meier Lymphocyte count Mortality Patient performed predict prediction Predictive predictor Prognosis prognostic Rapid Scoring Scales Result risk factor Risk factors ROC Curve severity survival was used [DOI] 10.1002/nop2.934 PMC 바로가기 [Article Type] Observational Study
Role of extracorporeal membrane oxygenation in critically Ill COVID-19 patients and predictors of mortality중환자 COVID-19 환자 및 사망 예측인자에서 체외막 산소화의 역할Observational Study Published on 2021-06-012022-09-11 Journal: Artificial organs [Category] MERS, SARS, 바이오마커, 임상, [키워드] acute respiratory distress syndrome addition an area AUC COVID-19 COVID-19 patient COVID-19 patients Critical Critical care Critically ill critically ill COVID-19 patients discharged distress ECMO ENhance extra corporeal membrane oxygenation Extracorporeal extracorporeal membrane oxygenation hazard ratio hazard ratios IL-6 Ill in-hospital mortality incidence include independent predictors management membrane Mortality non-survivor NT-pro-BNP NT-proBNP outcome Patient patients treated PCT prediction predictor remained RESP Score respiratory respiratory distress Respiratory distress syndrome retrospective risk factor Risk factors role SARS-CoV-2 selected sensitivity significantly significantly higher single-center study specificity survival Survivors treated Treatment Univariate analysis variable [DOI] 10.1111/aor.13873 PMC 바로가기 [Article Type] Observational Study
External validation of CAGE-B and SAGE-B scores for Asian chronic hepatitis B patients with well-controlled viremia by antiviralsArticle Published on 2021-06-012023-06-13 Journal: Journal of viral hepatitis [Category] B형 간염, [키워드] CAGE-B comparison Hepatocellular carcinoma prediction SAGE-B validation [DOI] 10.1111/jvh.13506